EP1213642A1 - System und Verfahren zur Analyse von Blickrichtungsmessungsdaten - Google Patents
System und Verfahren zur Analyse von Blickrichtungsmessungsdaten Download PDFInfo
- Publication number
- EP1213642A1 EP1213642A1 EP01310089A EP01310089A EP1213642A1 EP 1213642 A1 EP1213642 A1 EP 1213642A1 EP 01310089 A EP01310089 A EP 01310089A EP 01310089 A EP01310089 A EP 01310089A EP 1213642 A1 EP1213642 A1 EP 1213642A1
- Authority
- EP
- European Patent Office
- Prior art keywords
- data
- pages
- eyetracker
- user
- elements
- Prior art date
- Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
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Classifications
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F3/00—Input arrangements for transferring data to be processed into a form capable of being handled by the computer; Output arrangements for transferring data from processing unit to output unit, e.g. interface arrangements
- G06F3/01—Input arrangements or combined input and output arrangements for interaction between user and computer
- G06F3/011—Arrangements for interaction with the human body, e.g. for user immersion in virtual reality
- G06F3/013—Eye tracking input arrangements
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- Y—GENERAL TAGGING OF NEW TECHNOLOGICAL DEVELOPMENTS; GENERAL TAGGING OF CROSS-SECTIONAL TECHNOLOGIES SPANNING OVER SEVERAL SECTIONS OF THE IPC; TECHNICAL SUBJECTS COVERED BY FORMER USPC CROSS-REFERENCE ART COLLECTIONS [XRACs] AND DIGESTS
- Y10—TECHNICAL SUBJECTS COVERED BY FORMER USPC
- Y10S—TECHNICAL SUBJECTS COVERED BY FORMER USPC CROSS-REFERENCE ART COLLECTIONS [XRACs] AND DIGESTS
- Y10S707/00—Data processing: database and file management or data structures
- Y10S707/99931—Database or file accessing
- Y10S707/99933—Query processing, i.e. searching
- Y10S707/99936—Pattern matching access
-
- Y—GENERAL TAGGING OF NEW TECHNOLOGICAL DEVELOPMENTS; GENERAL TAGGING OF CROSS-SECTIONAL TECHNOLOGIES SPANNING OVER SEVERAL SECTIONS OF THE IPC; TECHNICAL SUBJECTS COVERED BY FORMER USPC CROSS-REFERENCE ART COLLECTIONS [XRACs] AND DIGESTS
- Y10—TECHNICAL SUBJECTS COVERED BY FORMER USPC
- Y10S—TECHNICAL SUBJECTS COVERED BY FORMER USPC CROSS-REFERENCE ART COLLECTIONS [XRACs] AND DIGESTS
- Y10S707/00—Data processing: database and file management or data structures
- Y10S707/99941—Database schema or data structure
- Y10S707/99942—Manipulating data structure, e.g. compression, compaction, compilation
Definitions
- a basic problem in eyetrackers concerns the mapping of the eyetracking data ("points-of-regard" of the eye) onto elements of the hypermedia pages to thereby identify the elements upon which the user was fixated/focused upon (“elements-of-regard”).
- the mapping of points-of-regard onto elements-of-regard is referred to herein as the "points-to-elements" mapping and this mapping poses a significant difficulty in applying eyetracking technology to hypermedia.
- eyetrackers monitor and record the user's eye gaze in a coordinate system that is an overlay of a section of physical space. For instance, an eyetracker might record a set of (x,y) coordinates that identifies a section of space that corresponds to the display screen of a computer. If the information elements displayed on the screen is fixed, then analysis programs can easily determine the relationship of the recorded eye gaze data to the displayed elements.
- US-A-6,106,119 discloses a method that stores eye tracking data and correlated display scenarios based on a predetermined condition such as time interval, tracking sequence, a scrolling detection or other activity.
- the eye tracking data is converted into high level interpretations and assigned a valuation vocabulary.
- the stored display scenarios are then displayed together with the valuation vocabulary.
- the mapping tool also maps the fixations data onto the restored pages to thereby identify elements-of-regard upon which the user fixated and locations thereof, and stores the identified elements-of-regard and the locations thereof in an elements-of-regard database.
- the fixation data is at least one of information regarding fixation points at which the user's gaze becomes fixated, information regarding an area proximate to a fixation point that is contained within a bounding box, or information regarding a transition which is a cluster of fixation points related to one another by a predetermined algorithm.
- the mapping tool may also accesses the object model interface of the browser to identify elements of the restored pages and stores the identified elements of the restored pages in an elements database.
- the mapping tool may also time synchronize the eyetracker data to the events data in the event log and also may calibrate a coordinate system of the eyetracker data stored in the eyetracker data file to a screen coordinate system used in viewing the display of dynamic hypermedia pages.
- the memory 18 is an allocation in a hard drive of a computer executing the logging tool 16.
- the logging tool 16 also monitors and stores events and time data of the events that cause a change in the pages displayed into an event log 20 which is a text file also provided on an allocation in the hard drive of the computer executing the logging tool 16. These events can include scrolling of the pages, launching of links and other elements displayed on the pages, as well as any other actions that cause change in the pages displayed.
- the mapping tool 22 generates a fixations data list 34 having the fixations data which is derived from the eyetracking data as described above.
- the mapping tool 22 restores the web pages to precisely those viewed by the user during the viewing session. In particular, this is attained by loading the stored pages of memory 18 into the browser's 4 cache memory and executing the event log 20 via the object model interface 6 of the browser 4 to thereby provide a precise "playback" of what was viewed by the user.
- provisions are provided so that the analyst utilizing the present system 2 can control the playback of the restored pages.
- the present invention enables the analyst to quickly and easily determine exactly what elements the user fixated upon (i.e. the actual elements-of-regard) without manually reviewing the display screens as required in the prior art systems and methods. Moreover, because the content and properties of the element (such as its HTML or XML tag name, its bounding box on the screen, its text, its bitmap, and the URL) is recorded, this data may be further searched, sorted or otherwise analyzed to obtain relevant information that will address the questions posed previously.
- the element such as its HTML or XML tag name, its bounding box on the screen, its text, its bitmap, and the URL
- the user's gaze is monitored and analyzed using a variety of instruments, including an eyetracker 112 which are known in the art.
- a typical configuration for an eyetracker 112 includes a desk-mounted camera which sends an image of a user's eye to a dedicated eyetracker computer which is separate from the stimulus computer which the user views during the browsing session. Again, this is due to the relatively high level of computational resources required to analyze and record the user's gaze data. However, as computational power and capacity continues to increase, the same computer may be used, as described above relative to the first discussed embodiment.
- the eyetracker 112 monitors and analyzes the user's gaze and to store at least the location and the time of the user's gaze (i.e. the point-of-regard) to the eyetracker data file 114 every 1/60 th of a second. The stored eyetracker data can then be analyzed in accordance with the present invention.
- this monitoring and storing of the content of the web pages is easily attained by copying the content stored in browser's local disk-based cache into a "safe" directory such as the memory 118 of the logging tool 116 where the contents cannot be easily overwritten.
- mapping tool 122 performs a fixation analysis and then restores the web pages to precisely those viewed by the user during the viewing session in the manner previously described relative to the first embodiment.
- the mapping tool 122 also identifies elements of the pages restored in the manner discussed above by accessing the object model interface 106 of the browser 104, and stores the identified elements and the specific information related thereto in an element database 124. Again, this is readily attained by accessing the object model interface 6 of the browser which provides the content information for each of the elements rendered.
- the fixation analysis by the mapping tool 122 converts the eyetracking data of the eyetracker data file 114 into fixation data of the fixation data list 134.
- the fixation data is any information derived from the eyetracker data, whether it be information regarding the fixation points, area proximate to the fixation points, or transitions.
- the resulting fixation data is still in the eyetracker's 112 own two-dimensional coordinate system.
- the mapping tool 122 of the present invention performs spatial calibration in which the fixation data is converted from the eyetracker's 112 coordinate system to the display screen's coordinate system.
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- Engineering & Computer Science (AREA)
- General Engineering & Computer Science (AREA)
- Theoretical Computer Science (AREA)
- Human Computer Interaction (AREA)
- Physics & Mathematics (AREA)
- General Physics & Mathematics (AREA)
- User Interface Of Digital Computer (AREA)
- Eye Examination Apparatus (AREA)
- Position Input By Displaying (AREA)
- Image Analysis (AREA)
- Debugging And Monitoring (AREA)
Applications Claiming Priority (2)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
US09/731,783 US6601021B2 (en) | 2000-12-08 | 2000-12-08 | System and method for analyzing eyetracker data |
US731783 | 2000-12-08 |
Publications (2)
Publication Number | Publication Date |
---|---|
EP1213642A1 true EP1213642A1 (de) | 2002-06-12 |
EP1213642B1 EP1213642B1 (de) | 2005-04-20 |
Family
ID=24940933
Family Applications (1)
Application Number | Title | Priority Date | Filing Date |
---|---|---|---|
EP01310089A Expired - Lifetime EP1213642B1 (de) | 2000-12-08 | 2001-12-03 | System und Verfahren zur Analyse von Blickrichtungsmessungsdaten |
Country Status (4)
Country | Link |
---|---|
US (1) | US6601021B2 (de) |
EP (1) | EP1213642B1 (de) |
JP (1) | JP4063532B2 (de) |
DE (1) | DE60110193T2 (de) |
Cited By (5)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
FR2861197A1 (fr) * | 2003-10-16 | 2005-04-22 | France Telecom | Procede et systeme de determination d'une reaction d'un utilisateur d'un dispositif de traitement |
WO2008012717A2 (en) | 2006-07-28 | 2008-01-31 | Koninklijke Philips Electronics N. V. | Gaze interaction for information display of gazed items |
EP2450803A1 (de) * | 2010-11-03 | 2012-05-09 | Research In Motion Limited | System und Verfahren zum Anzeigen von Suchergebnissen auf einem elektronischen Gerät |
US8849845B2 (en) | 2010-11-03 | 2014-09-30 | Blackberry Limited | System and method for displaying search results on electronic devices |
GB2577711A (en) * | 2018-10-03 | 2020-04-08 | Lumen Res Ltd | Eye-tracking methods, apparatuses and systems |
Families Citing this family (87)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
US20020165967A1 (en) * | 2001-05-02 | 2002-11-07 | Morgan Paul A. | Global personalization engine |
US6997556B2 (en) * | 2001-10-01 | 2006-02-14 | Ernst Pfleger | Method for detecting, evaluating, and analyzing look sequences |
US6850933B2 (en) * | 2001-11-15 | 2005-02-01 | Microsoft Corporation | System and method for optimizing queries using materialized views and fast view matching |
US6712468B1 (en) * | 2001-12-12 | 2004-03-30 | Gregory T. Edwards | Techniques for facilitating use of eye tracking data |
US7271806B2 (en) | 2002-12-18 | 2007-09-18 | Microsoft Corporation | International automatic line height system and method |
US20040119714A1 (en) * | 2002-12-18 | 2004-06-24 | Microsoft Corporation | International automatic font size system and method |
US7385606B2 (en) * | 2002-12-18 | 2008-06-10 | Microsoft Corporation | International font measurement system and method |
US7881493B1 (en) * | 2003-04-11 | 2011-02-01 | Eyetools, Inc. | Methods and apparatuses for use of eye interpretation information |
JP4396450B2 (ja) * | 2003-10-29 | 2010-01-13 | セイコーエプソン株式会社 | 視線誘導度算出システムおよび視線誘導度算出プログラム、並びに視線誘導度算出方法 |
JP2005148779A (ja) * | 2003-11-11 | 2005-06-09 | Hitachi Ltd | 情報端末、ログ管理装置、コンテンツ提供装置、コンテンツ提供システム及びログ管理方法 |
US9652032B2 (en) * | 2004-03-02 | 2017-05-16 | Brian T. Mitchell | Simulated training environments based upon fixated objects in specified regions |
US8721341B2 (en) * | 2004-03-02 | 2014-05-13 | Optimetrics, Inc. | Simulated training environments based upon foveated object events |
JP4207883B2 (ja) * | 2004-03-24 | 2009-01-14 | セイコーエプソン株式会社 | 視線誘導度算出システム |
PT1607840E (pt) * | 2004-06-18 | 2015-05-20 | Tobii Ab | Controlo ocular de um computador |
US7779105B2 (en) * | 2004-10-22 | 2010-08-17 | Access Co., Ltd. | Parameter setting/storing method |
US11321408B2 (en) | 2004-12-15 | 2022-05-03 | Applied Invention, Llc | Data store with lock-free stateless paging capacity |
US8996486B2 (en) | 2004-12-15 | 2015-03-31 | Applied Invention, Llc | Data store with lock-free stateless paging capability |
US7922670B2 (en) * | 2005-02-24 | 2011-04-12 | Warren Jones | System and method for quantifying and mapping visual salience |
WO2006110472A2 (en) * | 2005-04-07 | 2006-10-19 | User Centric, Inc. | Website evaluation tool |
US8775975B2 (en) | 2005-09-21 | 2014-07-08 | Buckyball Mobile, Inc. | Expectation assisted text messaging |
US20070088714A1 (en) * | 2005-10-19 | 2007-04-19 | Edwards Gregory T | Methods and apparatuses for collection, processing, and utilization of viewing data |
WO2007056287A2 (en) * | 2005-11-04 | 2007-05-18 | Eye Tracking, Inc. | Generation of test stimuli in visual media |
US8156186B2 (en) | 2005-11-11 | 2012-04-10 | Scenera Technologies, Llc | Method and system for organizing electronic messages using eye-gaze technology |
US8209620B2 (en) * | 2006-01-31 | 2012-06-26 | Accenture Global Services Limited | System for storage and navigation of application states and interactions |
US7599520B2 (en) * | 2005-11-18 | 2009-10-06 | Accenture Global Services Gmbh | Detection of multiple targets on a plane of interest |
US7760910B2 (en) * | 2005-12-12 | 2010-07-20 | Eyetools, Inc. | Evaluation of visual stimuli using existing viewing data |
US8473209B2 (en) | 2007-03-13 | 2013-06-25 | Certusview Technologies, Llc | Marking apparatus and marking methods using marking dispenser with machine-readable ID mechanism |
US9086277B2 (en) | 2007-03-13 | 2015-07-21 | Certusview Technologies, Llc | Electronically controlled marking apparatus and methods |
US7640105B2 (en) | 2007-03-13 | 2009-12-29 | Certus View Technologies, LLC | Marking system and method with location and/or time tracking |
US8060304B2 (en) | 2007-04-04 | 2011-11-15 | Certusview Technologies, Llc | Marking system and method |
EP2042969A1 (de) * | 2007-09-28 | 2009-04-01 | Alcatel Lucent | Verfahren zur Bestimmung der Benutzerreaktion auf spezifischen Inhalt einer angezeigten Seite |
US20090113297A1 (en) * | 2007-10-24 | 2009-04-30 | Searete Llc, A Limited Liability Corporation Of The State Of Delaware | Requesting a second content based on a user's reaction to a first content |
US20090112693A1 (en) * | 2007-10-24 | 2009-04-30 | Jung Edward K Y | Providing personalized advertising |
US9513699B2 (en) * | 2007-10-24 | 2016-12-06 | Invention Science Fund I, LL | Method of selecting a second content based on a user's reaction to a first content |
US20090112694A1 (en) * | 2007-10-24 | 2009-04-30 | Searete Llc, A Limited Liability Corporation Of The State Of Delaware | Targeted-advertising based on a sensed physiological response by a person to a general advertisement |
US9582805B2 (en) * | 2007-10-24 | 2017-02-28 | Invention Science Fund I, Llc | Returning a personalized advertisement |
US20090112696A1 (en) * | 2007-10-24 | 2009-04-30 | Jung Edward K Y | Method of space-available advertising in a mobile device |
US8532342B2 (en) | 2008-02-12 | 2013-09-10 | Certusview Technologies, Llc | Electronic manifest of underground facility locate marks |
JP2010004118A (ja) * | 2008-06-18 | 2010-01-07 | Olympus Corp | デジタルフォトフレーム、情報処理システム、制御方法、プログラム及び情報記憶媒体 |
US8280631B2 (en) | 2008-10-02 | 2012-10-02 | Certusview Technologies, Llc | Methods and apparatus for generating an electronic record of a marking operation based on marking device actuations |
US8965700B2 (en) | 2008-10-02 | 2015-02-24 | Certusview Technologies, Llc | Methods and apparatus for generating an electronic record of environmental landmarks based on marking device actuations |
US8424486B2 (en) | 2008-07-10 | 2013-04-23 | Certusview Technologies, Llc | Marker detection mechanisms for use in marking devices and methods of using same |
JP2010061218A (ja) * | 2008-09-01 | 2010-03-18 | Fujifilm Corp | ウェブ広告効果測定装置、ウェブ広告効果測定方法及びプログラム |
US8583264B2 (en) | 2008-10-02 | 2013-11-12 | Certusview Technologies, Llc | Marking device docking stations and methods of using same |
US20100188407A1 (en) | 2008-10-02 | 2010-07-29 | Certusview Technologies, Llc | Methods and apparatus for displaying and processing facilities map information and/or other image information on a marking device |
US8510141B2 (en) | 2008-10-02 | 2013-08-13 | Certusview Technologies, Llc | Methods and apparatus for generating alerts on a marking device, based on comparing electronic marking information to facilities map information and/or other image information |
US20100198663A1 (en) | 2008-10-02 | 2010-08-05 | Certusview Technologies, Llc | Methods and apparatus for overlaying electronic marking information on facilities map information and/or other image information displayed on a marking device |
US8442766B2 (en) | 2008-10-02 | 2013-05-14 | Certusview Technologies, Llc | Marking apparatus having enhanced features for underground facility marking operations, and associated methods and systems |
KR101644421B1 (ko) * | 2008-12-23 | 2016-08-03 | 삼성전자주식회사 | 사용자의 관심 정도에 기반한 컨텐츠 제공장치 및 방법 |
US20100169792A1 (en) * | 2008-12-29 | 2010-07-01 | Seif Ascar | Web and visual content interaction analytics |
US20100295774A1 (en) * | 2009-05-19 | 2010-11-25 | Mirametrix Research Incorporated | Method for Automatic Mapping of Eye Tracker Data to Hypermedia Content |
CA2771286C (en) | 2009-08-11 | 2016-08-30 | Certusview Technologies, Llc | Locating equipment communicatively coupled to or equipped with a mobile/portable device |
CA2713282C (en) | 2009-08-20 | 2013-03-19 | Certusview Technologies, Llc | Marking device with transmitter for triangulating location during marking operations |
CA2710189C (en) | 2009-08-20 | 2012-05-08 | Certusview Technologies, Llc | Methods and apparatus for assessing marking operations based on acceleration information |
EP2467674A1 (de) | 2009-08-20 | 2012-06-27 | Certusview Technologies, LLC | Verfahren und markierungsvorrichtungen mit mechanismen zur anzeige und/oder erkennung der farbe eines markierungsmaterials |
IT1399456B1 (it) * | 2009-09-11 | 2013-04-19 | Sr Labs S R L | Metodo e apparato per l'utilizzo di generiche applicazioni software attraverso controllo oculare e opportune metodologie di interazione. |
US9223854B2 (en) * | 2009-10-14 | 2015-12-29 | Hewlett-Packard Development Company, L.P. | Document relevance determining method and computer program |
US9047256B2 (en) * | 2009-12-30 | 2015-06-02 | Iheartmedia Management Services, Inc. | System and method for monitoring audience in response to signage |
US9373123B2 (en) | 2009-12-30 | 2016-06-21 | Iheartmedia Management Services, Inc. | Wearable advertising ratings methods and systems |
US9046413B2 (en) | 2010-08-13 | 2015-06-02 | Certusview Technologies, Llc | Methods, apparatus and systems for surface type detection in connection with locate and marking operations |
KR20120053803A (ko) * | 2010-11-18 | 2012-05-29 | 삼성전자주식회사 | 시선 궤적을 이용한 컨텐츠 표시 장치 및 방법 |
JP5907163B2 (ja) * | 2011-03-30 | 2016-04-20 | 日本電気株式会社 | データ関連度判定装置、データ関連度判定方法、および、プログラム |
US8510166B2 (en) * | 2011-05-11 | 2013-08-13 | Google Inc. | Gaze tracking system |
US10598929B2 (en) | 2011-11-09 | 2020-03-24 | Google Llc | Measurement method and system |
US8879155B1 (en) * | 2011-11-09 | 2014-11-04 | Google Inc. | Measurement method and system |
US20130145304A1 (en) * | 2011-12-02 | 2013-06-06 | International Business Machines Corporation | Confirming input intent using eye tracking |
KR101638812B1 (ko) * | 2012-04-23 | 2016-07-12 | 인텔 코포레이션 | 관찰 정보의 검색 및 관련 특정 컨텍스트의 검색을 위해 안구 운동 추적을 사용하는 시스템, 방법 및 컴퓨터 프로그램 제품 |
US9046917B2 (en) | 2012-05-17 | 2015-06-02 | Sri International | Device, method and system for monitoring, predicting, and accelerating interactions with a computing device |
US9086881B2 (en) * | 2012-06-29 | 2015-07-21 | Intel Corporation | Mechanism for facilitating write tracking for following data eye movements across changing thermal conditions in memory systems |
US9537706B2 (en) | 2012-08-20 | 2017-01-03 | Plentyoffish Media Ulc | Apparatus, method and article to facilitate matching of clients in a networked environment |
US8990843B2 (en) * | 2012-10-26 | 2015-03-24 | Mobitv, Inc. | Eye tracking based defocusing |
US9265458B2 (en) | 2012-12-04 | 2016-02-23 | Sync-Think, Inc. | Application of smooth pursuit cognitive testing paradigms to clinical drug development |
KR102181927B1 (ko) | 2012-12-11 | 2020-11-24 | 아미 클린 | 교감 및 지각된 자극 현저성의 표지로서 깜박임 억제를 검출하기 위한 시스템들 및 방법들 |
US9380976B2 (en) | 2013-03-11 | 2016-07-05 | Sync-Think, Inc. | Optical neuroinformatics |
US11568008B2 (en) * | 2013-03-13 | 2023-01-31 | Plentyoffish Media Ulc | Apparatus, method and article to identify discrepancies between clients and in response prompt clients in a networked environment |
US9672289B1 (en) | 2013-07-23 | 2017-06-06 | Plentyoffish Media Ulc | Apparatus, method and article to facilitate matching of clients in a networked environment |
EP3057508B1 (de) | 2013-10-17 | 2020-11-04 | Children's Healthcare Of Atlanta, Inc. | Methoden zur untersuchung der entwicklung von kindern und kleinkindern mittles eye-tracking |
US9256785B2 (en) * | 2013-11-12 | 2016-02-09 | Fuji Xerox Co., Ltd. | Identifying user activities using eye tracking data, mouse events, and keystrokes |
TWI510913B (zh) * | 2013-11-12 | 2015-12-01 | Inst Information Industry | 測試裝置及其測試方法 |
US9870465B1 (en) | 2013-12-04 | 2018-01-16 | Plentyoffish Media Ulc | Apparatus, method and article to facilitate automatic detection and removal of fraudulent user information in a network environment |
US9552437B1 (en) * | 2014-06-24 | 2017-01-24 | Outbrain Inc. | Content position recommendations |
US9782069B2 (en) * | 2014-11-06 | 2017-10-10 | International Business Machines Corporation | Correcting systematic calibration errors in eye tracking data |
EP3220288A4 (de) | 2014-11-14 | 2017-09-20 | Fujitsu Limited | Websitedarstellungsverfahren, websitedarstellungsverfahren und websitedarstellungsvorrichtung |
KR20160071139A (ko) * | 2014-12-11 | 2016-06-21 | 삼성전자주식회사 | 시선 캘리브레이션 방법 및 그 전자 장치 |
US9898865B2 (en) * | 2015-06-22 | 2018-02-20 | Microsoft Technology Licensing, Llc | System and method for spawning drawing surfaces |
US10241855B2 (en) * | 2016-11-14 | 2019-03-26 | International Business Machines Corporation | Recovery of first failure data capture logs |
US10877969B2 (en) | 2018-03-16 | 2020-12-29 | International Business Machines Corporation | Augmenting structured data |
Citations (2)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
US4789235A (en) * | 1986-04-04 | 1988-12-06 | Applied Science Group, Inc. | Method and system for generating a description of the distribution of looking time as people watch television commercials |
US5204703A (en) * | 1991-06-11 | 1993-04-20 | The Center For Innovative Technology | Eye movement and pupil diameter apparatus and method |
Family Cites Families (8)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
US4931865A (en) | 1988-08-24 | 1990-06-05 | Sebastiano Scarampi | Apparatus and methods for monitoring television viewers |
US5231674A (en) | 1989-06-09 | 1993-07-27 | Lc Technologies, Inc. | Eye tracking method and apparatus |
US5471542A (en) | 1993-09-27 | 1995-11-28 | Ragland; Richard R. | Point-of-gaze tracker |
US5410376A (en) | 1994-02-04 | 1995-04-25 | Pulse Medical Instruments | Eye tracking method and apparatus |
US5886683A (en) * | 1996-06-25 | 1999-03-23 | Sun Microsystems, Inc. | Method and apparatus for eyetrack-driven information retrieval |
AU1091099A (en) | 1997-10-16 | 1999-05-03 | Board Of Trustees Of The Leland Stanford Junior University | Method for inferring mental states from eye movements |
US6091378A (en) | 1998-06-17 | 2000-07-18 | Eye Control Technologies, Inc. | Video processing methods and apparatus for gaze point tracking |
US6106119A (en) | 1998-10-16 | 2000-08-22 | The Board Of Trustees Of The Leland Stanford Junior University | Method for presenting high level interpretations of eye tracking data correlated to saved display images |
-
2000
- 2000-12-08 US US09/731,783 patent/US6601021B2/en not_active Expired - Lifetime
-
2001
- 2001-12-03 DE DE60110193T patent/DE60110193T2/de not_active Expired - Lifetime
- 2001-12-03 EP EP01310089A patent/EP1213642B1/de not_active Expired - Lifetime
- 2001-12-10 JP JP2001375311A patent/JP4063532B2/ja not_active Expired - Lifetime
Patent Citations (2)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
US4789235A (en) * | 1986-04-04 | 1988-12-06 | Applied Science Group, Inc. | Method and system for generating a description of the distribution of looking time as people watch television commercials |
US5204703A (en) * | 1991-06-11 | 1993-04-20 | The Center For Innovative Technology | Eye movement and pupil diameter apparatus and method |
Non-Patent Citations (1)
Title |
---|
SALVUCCI D D ET AL: "IDENTIFYING FIXATIONS AND SACCADES IN EYE-TRACKING PROTOCOLS", PROCEEDINGS EYE TRACKING RESEARCH & APPLICATIONS SYMPOSIUM 2000. (ETRA). PALM BEACH GARDENS, FL, NOV. 6 - 8, 2000, NEW YORK, NY: ACM, US, 6 November 2000 (2000-11-06), pages 71 - 78, XP001003794, ISBN: 1-58113-280-8 * |
Cited By (9)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
FR2861197A1 (fr) * | 2003-10-16 | 2005-04-22 | France Telecom | Procede et systeme de determination d'une reaction d'un utilisateur d'un dispositif de traitement |
WO2008012717A2 (en) | 2006-07-28 | 2008-01-31 | Koninklijke Philips Electronics N. V. | Gaze interaction for information display of gazed items |
WO2008012717A3 (en) * | 2006-07-28 | 2008-07-03 | Koninkl Philips Electronics Nv | Gaze interaction for information display of gazed items |
CN103823556A (zh) * | 2006-07-28 | 2014-05-28 | 皇家飞利浦电子股份有限公司 | 用于被凝视物品的信息显示的凝视交互 |
US9606621B2 (en) | 2006-07-28 | 2017-03-28 | Philips Lighting Holding B.V. | Gaze interaction for information display of gazed items |
CN103823556B (zh) * | 2006-07-28 | 2017-07-04 | 飞利浦灯具控股公司 | 用于被凝视物品的信息显示的凝视交互 |
EP2450803A1 (de) * | 2010-11-03 | 2012-05-09 | Research In Motion Limited | System und Verfahren zum Anzeigen von Suchergebnissen auf einem elektronischen Gerät |
US8849845B2 (en) | 2010-11-03 | 2014-09-30 | Blackberry Limited | System and method for displaying search results on electronic devices |
GB2577711A (en) * | 2018-10-03 | 2020-04-08 | Lumen Res Ltd | Eye-tracking methods, apparatuses and systems |
Also Published As
Publication number | Publication date |
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US20020103625A1 (en) | 2002-08-01 |
JP2002238856A (ja) | 2002-08-27 |
EP1213642B1 (de) | 2005-04-20 |
JP4063532B2 (ja) | 2008-03-19 |
US6601021B2 (en) | 2003-07-29 |
DE60110193T2 (de) | 2006-02-09 |
DE60110193D1 (de) | 2005-05-25 |
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